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                        课程简介
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                            <b>1.</b>
                        
                        项目介绍
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                            <b>1.1.</b>
                        
                        ToutiaoWeb虚拟机使用说明
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                            <b>1.2.</b>
                        
                        Pycharm远程开发
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                            <b>1.3.</b>
                        
                        产品与开发
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                            <b>2.</b>
                        
                        数据库
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                            <b>2.1.</b>
                        
                        数据库设计
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                            <b>2.2.</b>
                        
                        理解ORM
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                            <b>2.3.</b>
                        
                        SQLAlchemy映射构建
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                            <b>2.4.</b>
                        
                        SQLAlchemy操作
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                            <b>2.5.</b>
                        
                        数据库理论
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                            <b>2.6.</b>
                        
                        分布式ID
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                            <b>2.7.</b>
                        
                        数据库优化
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                            <b>2.8.</b>
                        
                        Redis
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                            <b>3.</b>
                        
                        Git工作流
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                            <b>3.1.</b>
                        
                        Gitflow
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                            <b>3.2.</b>
                        
                        Git总结
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                            <b>3.3.</b>
                        
                        工程目录
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                            <b>3.4.</b>
                        
                        调试方法
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                            <b>4.</b>
                        
                        JWT
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        <li class="chapter " data-level="4.1" data-path="C04-JWT/JWT.html">
            
                
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                            <b>4.1.</b>
                        
                        JWT &amp; JWS &amp; JWE
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                            <b>4.2.</b>
                        
                        PythonLib
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                            <b>4.3.</b>
                        
                        实施方案
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                            <b>4.4.</b>
                        
                        禁用问题
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                            <b>5.</b>
                        
                        对象存储
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                            <b>5.1.</b>
                        
                        七牛云存储
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                            <b>5.2.</b>
                        
                        CDN
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                            <b>6.</b>
                        
                        缓存
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        <li class="chapter " data-level="6.1" data-path="C06-Cache/CacheArchitecture.html">
            
                
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                            <b>6.1.</b>
                        
                        缓存的架构
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        <li class="chapter " data-level="6.2" data-path="C06-Cache/CacheData.html">
            
                
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                            <b>6.2.</b>
                        
                        缓存的数据
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        <li class="chapter " data-level="6.3" data-path="C06-Cache/CacheTTLAndEviction.html">
            
                
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                            <b>6.3.</b>
                        
                        缓存的有效期与淘汰策略
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        <li class="chapter " data-level="6.4" data-path="C06-Cache/CachePatterns.html">
            
                
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                            <b>6.4.</b>
                        
                        缓存模式
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        <li class="chapter " data-level="6.5" data-path="C06-Cache/CacheProblems.html">
            
                
                    <a href="./C06-Cache/CacheProblems.html">
                
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                            <b>6.5.</b>
                        
                        缓存问题
                    </a>
            
            
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        <li class="chapter " data-level="6.6" data-path="C06-Cache/ProjectCacheAndStorageDesign.html">
            
                
                    <a href="./C06-Cache/ProjectCacheAndStorageDesign.html">
                
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                            <b>6.6.</b>
                        
                        项目缓存与Redis持久存储设计
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        <li class="chapter " data-level="6.7" data-path="C06-Cache/ProjectCacheImplement.html">
            
                
                    <a href="./C06-Cache/ProjectCacheImplement.html">
                
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                            <b>6.7.</b>
                        
                        项目缓存实现
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        <li class="chapter " data-level="6.8" data-path="C06-Cache/ProjectRedisStorageImplement.html">
            
                
                    <a href="./C06-Cache/ProjectRedisStorageImplement.html">
                
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                            <b>6.8.</b>
                        
                        项目Redis持久存储实现
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        <li class="chapter " data-level="7" data-path="C07-APScheduler/index.html">
            
                
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                            <b>7.</b>
                        
                        APScheduler
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        <li class="chapter " data-level="7.1" data-path="C07-APScheduler/APSchedulerTutorial.html">
            
                
                    <a href="./C07-APScheduler/APSchedulerTutorial.html">
                
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                            <b>7.1.</b>
                        
                        APScheduler使用
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        <li class="chapter " data-level="7.2" data-path="C07-APScheduler/FixStatistics.html">
            
                
                    <a href="./C07-APScheduler/FixStatistics.html">
                
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                            <b>7.2.</b>
                        
                        定时修正统计数据
                    </a>
            
            
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        <li class="chapter " data-level="8" data-path="C08-RPC/index.html">
            
                
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                            <b>8.</b>
                        
                        RPC
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        <li class="chapter " data-level="8.1" data-path="C08-RPC/AboutRPC.html">
            
                
                    <a href="./C08-RPC/AboutRPC.html">
                
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                            <b>8.1.</b>
                        
                        RPC简介
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        <li class="chapter " data-level="8.2" data-path="C08-RPC/gRPC.html">
            
                
                    <a href="./C08-RPC/gRPC.html">
                
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                            <b>8.2.</b>
                        
                        gRPC
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        <li class="chapter " data-level="8.3" data-path="C08-RPC/ProtocolBuffers.html">
            
                
                    <a href="./C08-RPC/ProtocolBuffers.html">
                
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                            <b>8.3.</b>
                        
                        Protocol Buffers
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        <li class="chapter " data-level="8.4" data-path="C08-RPC/RecoSysIDL.html">
            
                
                    <a href="./C08-RPC/RecoSysIDL.html">
                
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                            <b>8.4.</b>
                        
                        推荐系统接口定义
                    </a>
            
            
        </li>
    
        <li class="chapter " data-level="8.5" data-path="C08-RPC/Server.html">
            
                
                    <a href="./C08-RPC/Server.html">
                
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                            <b>8.5.</b>
                        
                        服务端
                    </a>
            
            
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        <li class="chapter " data-level="8.6" data-path="C08-RPC/Client.html">
            
                
                    <a href="./C08-RPC/Client.html">
                
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                            <b>8.6.</b>
                        
                        客户端
                    </a>
            
            
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        <li class="chapter " data-level="8.7" data-path="C08-RPC/ToutiaoAPIViewImplement.html">
            
                
                    <a href="./C08-RPC/ToutiaoAPIViewImplement.html">
                
                        <i class="fa fa-check"></i>
                        
                            <b>8.7.</b>
                        
                        头条首页新闻推荐接口编写
                    </a>
            
            
        </li>
    

            </ul>
            
        </li>
    
        <li class="chapter " data-level="9" data-path="C09-IM/index.html">
            
                
                    <a href="./C09-IM/index.html">
                
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                            <b>9.</b>
                        
                        即时通信
                    </a>
            
            
            <ul class="articles">
                
    
        <li class="chapter " data-level="9.1" data-path="C09-IM/AboutIM.html">
            
                
                    <a href="./C09-IM/AboutIM.html">
                
                        <i class="fa fa-check"></i>
                        
                            <b>9.1.</b>
                        
                        即时通信简介
                    </a>
            
            
        </li>
    
        <li class="chapter " data-level="9.2" data-path="C09-IM/WebSocket.html">
            
                
                    <a href="./C09-IM/WebSocket.html">
                
                        <i class="fa fa-check"></i>
                        
                            <b>9.2.</b>
                        
                        WebSocket
                    </a>
            
            
        </li>
    
        <li class="chapter " data-level="9.3" data-path="C09-IM/SocketIO.html">
            
                
                    <a href="./C09-IM/SocketIO.html">
                
                        <i class="fa fa-check"></i>
                        
                            <b>9.3.</b>
                        
                        Socket.IO
                    </a>
            
            
        </li>
    
        <li class="chapter " data-level="9.4" data-path="C09-IM/Chat.html">
            
                
                    <a href="./C09-IM/Chat.html">
                
                        <i class="fa fa-check"></i>
                        
                            <b>9.4.</b>
                        
                        头条聊天服务实现
                    </a>
            
            
        </li>
    
        <li class="chapter " data-level="9.5" data-path="C09-IM/MessagePush.html">
            
                
                    <a href="./C09-IM/MessagePush.html">
                
                        <i class="fa fa-check"></i>
                        
                            <b>9.5.</b>
                        
                        头条在线消息推送实现
                    </a>
            
            
        </li>
    

            </ul>
            
        </li>
    
        <li class="chapter " data-level="10" data-path="C10-Elasticsearch/index.html">
            
                
                    <a href="./C10-Elasticsearch/index.html">
                
                        <i class="fa fa-check"></i>
                        
                            <b>10.</b>
                        
                        Elasticsearch
                    </a>
            
            
            <ul class="articles">
                
    
        <li class="chapter " data-level="10.1" data-path="C10-Elasticsearch/Introduction.html">
            
                
                    <a href="./C10-Elasticsearch/Introduction.html">
                
                        <i class="fa fa-check"></i>
                        
                            <b>10.1.</b>
                        
                        简介与原理
                    </a>
            
            
        </li>
    
        <li class="chapter " data-level="10.2" data-path="C10-Elasticsearch/ConceptAndCluster.html">
            
                
                    <a href="./C10-Elasticsearch/ConceptAndCluster.html">
                
                        <i class="fa fa-check"></i>
                        
                            <b>10.2.</b>
                        
                        概念与集群
                    </a>
            
            
        </li>
    
        <li class="chapter " data-level="10.3" data-path="C10-Elasticsearch/AnalysisIK.html">
            
                
                    <a href="./C10-Elasticsearch/AnalysisIK.html">
                
                        <i class="fa fa-check"></i>
                        
                            <b>10.3.</b>
                        
                        IK中文分析器
                    </a>
            
            
        </li>
    
        <li class="chapter " data-level="10.4" data-path="C10-Elasticsearch/IndexAndType.html">
            
                
                    <a href="./C10-Elasticsearch/IndexAndType.html">
                
                        <i class="fa fa-check"></i>
                        
                            <b>10.4.</b>
                        
                        索引与类型
                    </a>
            
            
        </li>
    
        <li class="chapter " data-level="10.5" data-path="C10-Elasticsearch/Document.html">
            
                
                    <a href="./C10-Elasticsearch/Document.html">
                
                        <i class="fa fa-check"></i>
                        
                            <b>10.5.</b>
                        
                        文档
                    </a>
            
            
        </li>
    
        <li class="chapter " data-level="10.6" data-path="C10-Elasticsearch/Logstash.html">
            
                
                    <a href="./C10-Elasticsearch/Logstash.html">
                
                        <i class="fa fa-check"></i>
                        
                            <b>10.6.</b>
                        
                        Logstash导入数据
                    </a>
            
            
        </li>
    
        <li class="chapter " data-level="10.7" data-path="C10-Elasticsearch/Query.html">
            
                
                    <a href="./C10-Elasticsearch/Query.html">
                
                        <i class="fa fa-check"></i>
                        
                            <b>10.7.</b>
                        
                        查询
                    </a>
            
            
        </li>
    
        <li class="chapter " data-level="10.8" data-path="C10-Elasticsearch/ToutiaoSearchImplement.html">
            
                
                    <a href="./C10-Elasticsearch/ToutiaoSearchImplement.html">
                
                        <i class="fa fa-check"></i>
                        
                            <b>10.8.</b>
                        
                        头条全文检索实现
                    </a>
            
            
        </li>
    
        <li class="chapter " data-level="10.9" data-path="C10-Elasticsearch/Suggest.html">
            
                
                    <a href="./C10-Elasticsearch/Suggest.html">
                
                        <i class="fa fa-check"></i>
                        
                            <b>10.9.</b>
                        
                        suggest查询
                    </a>
            
            
        </li>
    
        <li class="chapter " data-level="10.10" data-path="C10-Elasticsearch/ToutiaoSuggestImplement.html">
            
                
                    <a href="./C10-Elasticsearch/ToutiaoSuggestImplement.html">
                
                        <i class="fa fa-check"></i>
                        
                            <b>10.10.</b>
                        
                        头条suggest查询实现
                    </a>
            
            
        </li>
    

            </ul>
            
        </li>
    
        <li class="chapter active" data-level="11" data-path="C11-Unittest.html">
            
                
                    <a href="./C11-Unittest.html">
                
                        <i class="fa fa-check"></i>
                        
                            <b>11.</b>
                        
                        单元测试
                    </a>
            
            
        </li>
    
        <li class="chapter " data-level="12" data-path="C12-Deployment/index.html">
            
                
                    <a href="./C12-Deployment/index.html">
                
                        <i class="fa fa-check"></i>
                        
                            <b>12.</b>
                        
                        部署相关
                    </a>
            
            
            <ul class="articles">
                
    
        <li class="chapter " data-level="12.1" data-path="C12-Deployment/Gunicorn.html">
            
                
                    <a href="./C12-Deployment/Gunicorn.html">
                
                        <i class="fa fa-check"></i>
                        
                            <b>12.1.</b>
                        
                        Gunicorn
                    </a>
            
            
        </li>
    
        <li class="chapter " data-level="12.2" data-path="C12-Deployment/Supervisor.html">
            
                
                    <a href="./C12-Deployment/Supervisor.html">
                
                        <i class="fa fa-check"></i>
                        
                            <b>12.2.</b>
                        
                        Supervisor
                    </a>
            
            
        </li>
    

            </ul>
            
        </li>
    


            
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                        <h1 id="&#x5355;&#x5143;&#x6D4B;&#x8BD5;">&#x5355;&#x5143;&#x6D4B;&#x8BD5;</h1>
<h3 id="&#x4E3A;&#x4EC0;&#x4E48;&#x8981;&#x6D4B;&#x8BD5;">&#x4E3A;&#x4EC0;&#x4E48;&#x8981;&#x6D4B;&#x8BD5;</h3>
<p>Web&#x7A0B;&#x5E8F;&#x5F00;&#x53D1;&#x8FC7;&#x7A0B;&#x4E00;&#x822C;&#x5305;&#x62EC;&#x4EE5;&#x4E0B;&#x51E0;&#x4E2A;&#x9636;&#x6BB5;&#xFF1A;[&#x9700;&#x6C42;&#x5206;&#x6790;&#xFF0C;&#x8BBE;&#x8BA1;&#x9636;&#x6BB5;&#xFF0C;&#x5B9E;&#x73B0;&#x9636;&#x6BB5;&#xFF0C;&#x6D4B;&#x8BD5;&#x9636;&#x6BB5;]&#x3002;&#x5176;&#x4E2D;&#x6D4B;&#x8BD5;&#x9636;&#x6BB5;&#x901A;&#x8FC7;&#x4EBA;&#x5DE5;&#x6216;&#x81EA;&#x52A8;&#x6765;&#x8FD0;&#x884C;&#x6D4B;&#x8BD5;&#x67D0;&#x4E2A;&#x7CFB;&#x7EDF;&#x7684;&#x529F;&#x80FD;&#x3002;&#x76EE;&#x7684;&#x662F;&#x68C0;&#x9A8C;&#x5176;&#x662F;&#x5426;&#x6EE1;&#x8DB3;&#x9700;&#x6C42;&#xFF0C;&#x5E76;&#x5F97;&#x51FA;&#x7279;&#x5B9A;&#x7684;&#x7ED3;&#x679C;&#xFF0C;&#x4EE5;&#x8FBE;&#x5230;&#x5F04;&#x6E05;&#x695A;&#x9884;&#x671F;&#x7ED3;&#x679C;&#x548C;&#x5B9E;&#x9645;&#x7ED3;&#x679C;&#x4E4B;&#x95F4;&#x7684;&#x5DEE;&#x522B;&#x7684;&#x6700;&#x7EC8;&#x76EE;&#x7684;&#x3002;</p>
<h3 id="&#x6D4B;&#x8BD5;&#x7684;&#x5206;&#x7C7B;">&#x6D4B;&#x8BD5;&#x7684;&#x5206;&#x7C7B;</h3>
<p>&#x6D4B;&#x8BD5;&#x4ECE;&#x8F6F;&#x4EF6;&#x5F00;&#x53D1;&#x8FC7;&#x7A0B;&#x53EF;&#x4EE5;&#x5206;&#x4E3A;&#xFF1A;</p>
<ul>
<li>&#x5355;&#x5143;&#x6D4B;&#x8BD5;<ul>
<li>&#x5BF9;&#x5355;&#x72EC;&#x7684;&#x4EE3;&#x7801;&#x5757;(&#x4F8B;&#x5982;&#x51FD;&#x6570;)&#x5206;&#x522B;&#x8FDB;&#x884C;&#x6D4B;&#x8BD5;,&#x4EE5;&#x4FDD;&#x8BC1;&#x5B83;&#x4EEC;&#x7684;&#x6B63;&#x786E;&#x6027;</li>
</ul>
</li>
<li>&#x96C6;&#x6210;&#x6D4B;&#x8BD5;<ul>
<li>&#x5BF9;&#x5927;&#x91CF;&#x7684;&#x7A0B;&#x5E8F;&#x5355;&#x5143;&#x7684;&#x534F;&#x540C;&#x5DE5;&#x4F5C;&#x60C5;&#x51B5;&#x505A;&#x6D4B;&#x8BD5;</li>
</ul>
</li>
<li>&#x7CFB;&#x7EDF;&#x6D4B;&#x8BD5;<ul>
<li>&#x540C;&#x65F6;&#x5BF9;&#x6574;&#x4E2A;&#x7CFB;&#x7EDF;&#x7684;&#x6B63;&#x786E;&#x6027;&#x8FDB;&#x884C;&#x68C0;&#x67E5;,&#x800C;&#x4E0D;&#x662F;&#x9488;&#x5BF9;&#x72EC;&#x7ACB;&#x7684;&#x7247;&#x6BB5;</li>
</ul>
</li>
</ul>
<p>&#x5728;&#x4F17;&#x591A;&#x7684;&#x6D4B;&#x8BD5;&#x4E2D;&#xFF0C;&#x4E0E;&#x7A0B;&#x5E8F;&#x5F00;&#x53D1;&#x4EBA;&#x5458;&#x6700;&#x5BC6;&#x5207;&#x7684;&#x5C31;&#x662F;&#x5355;&#x5143;&#x6D4B;&#x8BD5;&#xFF0C;&#x56E0;&#x4E3A;&#x5355;&#x5143;&#x6D4B;&#x8BD5;&#x662F;&#x7531;&#x5F00;&#x53D1;&#x4EBA;&#x5458;&#x8FDB;&#x884C;&#x7684;&#xFF0C;&#x800C;&#x5176;&#x4ED6;&#x6D4B;&#x8BD5;&#x90FD;&#x7531;&#x4E13;&#x4E1A;&#x7684;&#x6D4B;&#x8BD5;&#x4EBA;&#x5458;&#x6765;&#x5B8C;&#x6210;&#x3002;&#x6240;&#x4EE5;&#x6211;&#x4EEC;&#x4E3B;&#x8981;&#x5B66;&#x4E60;&#x5355;&#x5143;&#x6D4B;&#x8BD5;&#x3002;</p>
<h3 id="&#x4EC0;&#x4E48;&#x662F;&#x5355;&#x5143;&#x6D4B;&#x8BD5;">&#x4EC0;&#x4E48;&#x662F;&#x5355;&#x5143;&#x6D4B;&#x8BD5;</h3>
<p>&#x7A0B;&#x5E8F;&#x5F00;&#x53D1;&#x8FC7;&#x7A0B;&#x4E2D;&#xFF0C;&#x5199;&#x4EE3;&#x7801;&#x662F;&#x4E3A;&#x4E86;&#x5B9E;&#x73B0;&#x9700;&#x6C42;&#x3002;&#x5F53;&#x6211;&#x4EEC;&#x7684;&#x4EE3;&#x7801;&#x901A;&#x8FC7;&#x4E86;&#x7F16;&#x8BD1;&#xFF0C;&#x53EA;&#x662F;&#x8BF4;&#x660E;&#x5B83;&#x7684;&#x8BED;&#x6CD5;&#x6B63;&#x786E;&#xFF0C;&#x529F;&#x80FD;&#x80FD;&#x5426;&#x5B9E;&#x73B0;&#x5219;&#x4E0D;&#x80FD;&#x4FDD;&#x8BC1;&#x3002; &#x56E0;&#x6B64;&#xFF0C;&#x5F53;&#x6211;&#x4EEC;&#x7684;&#x67D0;&#x4E9B;&#x529F;&#x80FD;&#x4EE3;&#x7801;&#x5B8C;&#x6210;&#x540E;&#xFF0C;&#x4E3A;&#x4E86;&#x68C0;&#x9A8C;&#x5176;&#x662F;&#x5426;&#x6EE1;&#x8DB3;&#x7A0B;&#x5E8F;&#x7684;&#x9700;&#x6C42;&#x3002;&#x53EF;&#x4EE5;&#x901A;&#x8FC7;&#x7F16;&#x5199;&#x6D4B;&#x8BD5;&#x4EE3;&#x7801;&#xFF0C;&#x6A21;&#x62DF;&#x7A0B;&#x5E8F;&#x8FD0;&#x884C;&#x7684;&#x8FC7;&#x7A0B;&#xFF0C;&#x68C0;&#x9A8C;&#x529F;&#x80FD;&#x4EE3;&#x7801;&#x662F;&#x5426;&#x7B26;&#x5408;&#x9884;&#x671F;&#x3002;</p>
<p>&#x5355;&#x5143;&#x6D4B;&#x8BD5;&#x5C31;&#x662F;&#x5F00;&#x53D1;&#x8005;&#x7F16;&#x5199;&#x4E00;&#x5C0F;&#x6BB5;&#x4EE3;&#x7801;&#xFF0C;&#x68C0;&#x9A8C;&#x76EE;&#x6807;&#x4EE3;&#x7801;&#x7684;&#x529F;&#x80FD;&#x662F;&#x5426;&#x7B26;&#x5408;&#x9884;&#x671F;&#x3002;&#x901A;&#x5E38;&#x60C5;&#x51B5;&#x4E0B;&#xFF0C;&#x5355;&#x5143;&#x6D4B;&#x8BD5;&#x4E3B;&#x8981;&#x9762;&#x5411;&#x4E00;&#x4E9B;&#x529F;&#x80FD;&#x5355;&#x4E00;&#x7684;&#x6A21;&#x5757;&#x8FDB;&#x884C;&#x3002;</p>
<p>&#x4E3E;&#x4E2A;&#x4F8B;&#x5B50;&#xFF1A;&#x4E00;&#x90E8;&#x624B;&#x673A;&#x6709;&#x8BB8;&#x591A;&#x96F6;&#x90E8;&#x4EF6;&#x7EC4;&#x6210;&#xFF0C;&#x5728;&#x6B63;&#x5F0F;&#x7EC4;&#x88C5;&#x4E00;&#x90E8;&#x624B;&#x673A;&#x524D;&#xFF0C;&#x624B;&#x673A;&#x5185;&#x90E8;&#x7684;&#x5404;&#x4E2A;&#x96F6;&#x90E8;&#x4EF6;&#xFF0C;CPU&#x3001;&#x5185;&#x5B58;&#x3001;&#x7535;&#x6C60;&#x3001;&#x6444;&#x50CF;&#x5934;&#x7B49;&#xFF0C;&#x90FD;&#x8981;&#x8FDB;&#x884C;&#x6D4B;&#x8BD5;&#xFF0C;&#x8FD9;&#x5C31;&#x662F;&#x5355;&#x5143;&#x6D4B;&#x8BD5;&#x3002;</p>
<p>&#x5728;Web&#x5F00;&#x53D1;&#x8FC7;&#x7A0B;&#x4E2D;&#xFF0C;&#x5355;&#x5143;&#x6D4B;&#x8BD5;&#x5B9E;&#x9645;&#x4E0A;&#x5C31;&#x662F;&#x4E00;&#x4E9B;&#x201C;&#x65AD;&#x8A00;&#x201D;&#xFF08;assert&#xFF09;&#x4EE3;&#x7801;&#x3002;</p>
<p>&#x65AD;&#x8A00;&#x5C31;&#x662F;&#x5224;&#x65AD;&#x4E00;&#x4E2A;&#x51FD;&#x6570;&#x6216;&#x5BF9;&#x8C61;&#x7684;&#x4E00;&#x4E2A;&#x65B9;&#x6CD5;&#x6240;&#x4EA7;&#x751F;&#x7684;&#x7ED3;&#x679C;&#x662F;&#x5426;&#x7B26;&#x5408;&#x4F60;&#x671F;&#x671B;&#x7684;&#x90A3;&#x4E2A;&#x7ED3;&#x679C;&#x3002; python&#x4E2D;assert&#x65AD;&#x8A00;&#x662F;&#x58F0;&#x660E;&#x5E03;&#x5C14;&#x503C;&#x4E3A;&#x771F;&#x7684;&#x5224;&#x5B9A;&#xFF0C;&#x5982;&#x679C;&#x8868;&#x8FBE;&#x5F0F;&#x4E3A;&#x5047;&#x4F1A;&#x53D1;&#x751F;&#x5F02;&#x5E38;&#x3002;&#x5355;&#x5143;&#x6D4B;&#x8BD5;&#x4E2D;&#xFF0C;&#x4E00;&#x822C;&#x4F7F;&#x7528;assert&#x6765;&#x65AD;&#x8A00;&#x7ED3;&#x679C;&#x3002;</p>
<h4 id="&#x65AD;&#x8A00;&#x65B9;&#x6CD5;&#x7684;&#x4F7F;&#x7528;&#xFF1A;">&#x65AD;&#x8A00;&#x65B9;&#x6CD5;&#x7684;&#x4F7F;&#x7528;&#xFF1A;</h4>
<p><img src="images/&#x65AD;&#x8A00;.png" alt=""></p>
<p>&#x65AD;&#x8A00;&#x8BED;&#x53E5;&#x7C7B;&#x4F3C;&#x4E8E;&#xFF1A;</p>
<pre><code class="lang-python"><span class="hljs-keyword">if</span> <span class="hljs-keyword">not</span> expression:    
    <span class="hljs-keyword">raise</span> AssertionError
 AssertionError
</code></pre>
<p><strong>&#x5E38;&#x7528;&#x7684;&#x65AD;&#x8A00;&#x65B9;&#x6CD5;&#xFF1A;</strong></p>
<pre><code>assertEqual     &#x5982;&#x679C;&#x4E24;&#x4E2A;&#x503C;&#x76F8;&#x7B49;&#xFF0C;&#x5219;pass
assertNotEqual  &#x5982;&#x679C;&#x4E24;&#x4E2A;&#x503C;&#x4E0D;&#x76F8;&#x7B49;&#xFF0C;&#x5219;pass
assertTrue      &#x5224;&#x65AD;bool&#x503C;&#x4E3A;True&#xFF0C;&#x5219;pass
assertFalse     &#x5224;&#x65AD;bool&#x503C;&#x4E3A;False&#xFF0C;&#x5219;pass
assertIsNone    &#x4E0D;&#x5B58;&#x5728;&#xFF0C;&#x5219;pass
assertIsNotNone &#x5B58;&#x5728;&#xFF0C;&#x5219;pass
</code></pre><h3 id="&#x5355;&#x5143;&#x6D4B;&#x8BD5;&#x7684;&#x57FA;&#x672C;&#x5199;&#x6CD5;">&#x5355;&#x5143;&#x6D4B;&#x8BD5;&#x7684;&#x57FA;&#x672C;&#x5199;&#x6CD5;</h3>
<p><strong>&#x9996;&#x5148;</strong>&#xFF0C;&#x5B9A;&#x4E49;&#x4E00;&#x4E2A;&#x7C7B;&#xFF0C;&#x7EE7;&#x627F;&#x81EA;unittest.TestCase</p>
<pre><code class="lang-python"><span class="hljs-keyword">import</span> unittest
<span class="hljs-class"><span class="hljs-keyword">class</span> <span class="hljs-title">TestClass</span><span class="hljs-params">(unitest.TestCase)</span>:</span>
    <span class="hljs-keyword">pass</span>
</code></pre>
<p><strong>&#x5176;&#x6B21;</strong>&#xFF0C;&#x5728;&#x6D4B;&#x8BD5;&#x7C7B;&#x4E2D;&#xFF0C;&#x5B9A;&#x4E49;&#x4E24;&#x4E2A;&#x6D4B;&#x8BD5;&#x65B9;&#x6CD5;</p>
<pre><code class="lang-python"><span class="hljs-keyword">import</span> unittest
<span class="hljs-class"><span class="hljs-keyword">class</span> <span class="hljs-title">TestClass</span><span class="hljs-params">(unittest.TestCase)</span>:</span>

    <span class="hljs-comment">#&#x8BE5;&#x65B9;&#x6CD5;&#x4F1A;&#x9996;&#x5148;&#x6267;&#x884C;&#xFF0C;&#x65B9;&#x6CD5;&#x540D;&#x4E3A;&#x56FA;&#x5B9A;&#x5199;&#x6CD5;</span>
    <span class="hljs-function"><span class="hljs-keyword">def</span> <span class="hljs-title">setUp</span><span class="hljs-params">(self)</span>:</span>
        <span class="hljs-keyword">pass</span>

    <span class="hljs-comment">#&#x8BE5;&#x65B9;&#x6CD5;&#x4F1A;&#x5728;&#x6D4B;&#x8BD5;&#x4EE3;&#x7801;&#x6267;&#x884C;&#x5B8C;&#x540E;&#x6267;&#x884C;&#xFF0C;&#x65B9;&#x6CD5;&#x540D;&#x4E3A;&#x56FA;&#x5B9A;&#x5199;&#x6CD5;</span>
    <span class="hljs-function"><span class="hljs-keyword">def</span> <span class="hljs-title">tearDown</span><span class="hljs-params">(self)</span>:</span>
        <span class="hljs-keyword">pass</span>
</code></pre>
<p><strong>&#x6700;&#x540E;</strong>&#xFF0C;&#x5728;&#x6D4B;&#x8BD5;&#x7C7B;&#x4E2D;&#xFF0C;&#x7F16;&#x5199;&#x6D4B;&#x8BD5;&#x4EE3;&#x7801;</p>
<pre><code class="lang-python"><span class="hljs-keyword">import</span> unittest
<span class="hljs-class"><span class="hljs-keyword">class</span> <span class="hljs-title">TestClass</span><span class="hljs-params">(unittest.TestCase)</span>:</span>

    <span class="hljs-comment">#&#x8BE5;&#x65B9;&#x6CD5;&#x4F1A;&#x9996;&#x5148;&#x6267;&#x884C;&#xFF0C;&#x76F8;&#x5F53;&#x4E8E;&#x505A;&#x6D4B;&#x8BD5;&#x524D;&#x7684;&#x51C6;&#x5907;&#x5DE5;&#x4F5C;</span>
    <span class="hljs-function"><span class="hljs-keyword">def</span> <span class="hljs-title">setUp</span><span class="hljs-params">(self)</span>:</span>
        <span class="hljs-keyword">pass</span>

    <span class="hljs-comment">#&#x8BE5;&#x65B9;&#x6CD5;&#x4F1A;&#x5728;&#x6D4B;&#x8BD5;&#x4EE3;&#x7801;&#x6267;&#x884C;&#x5B8C;&#x540E;&#x6267;&#x884C;&#xFF0C;&#x76F8;&#x5F53;&#x4E8E;&#x505A;&#x6D4B;&#x8BD5;&#x540E;&#x7684;&#x626B;&#x5C3E;&#x5DE5;&#x4F5C;</span>
    <span class="hljs-function"><span class="hljs-keyword">def</span> <span class="hljs-title">tearDown</span><span class="hljs-params">(self)</span>:</span>
        <span class="hljs-keyword">pass</span>

    <span class="hljs-comment">#&#x6D4B;&#x8BD5;&#x4EE3;&#x7801;</span>
    <span class="hljs-function"><span class="hljs-keyword">def</span> <span class="hljs-title">test_app_exists</span><span class="hljs-params">(self)</span>:</span>
        <span class="hljs-keyword">pass</span>
</code></pre>
<h3 id="&#x5355;&#x5143;&#x6D4B;&#x8BD5;&#x6848;&#x4F8B;">&#x5355;&#x5143;&#x6D4B;&#x8BD5;&#x6848;&#x4F8B;</h3>
<p>&#x4EE5;&#x7F16;&#x5199;&#x5934;&#x6761;&#x9879;&#x76EE;&#x641C;&#x7D22;&#x4E1A;&#x52A1;&#x4E2D;&#x81EA;&#x52A8;&#x8865;&#x5168;&#x63A5;&#x53E3;&#x7684;&#x5355;&#x5143;&#x6D4B;&#x8BD5;&#x4E3A;&#x4F8B;&#x3002;</p>
<p>&#x5728;toutiao-backend/toutiao&#x76EE;&#x5F55;&#x4E2D;&#x65B0;&#x5EFA; <code>tests</code>&#x5305;&#xFF0C;&#x5E76;&#x5728;&#x5176;&#x4E2D;&#x65B0;&#x5EFA;<code>test_search.py</code>&#x6587;&#x4EF6;</p>
<pre><code class="lang-python"><span class="hljs-keyword">import</span> os
<span class="hljs-keyword">import</span> sys

BASE_DIR = os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
sys.path.insert(<span class="hljs-number">0</span>, os.path.join(BASE_DIR))
sys.path.insert(<span class="hljs-number">0</span>, os.path.join(BASE_DIR, <span class="hljs-string">&apos;common&apos;</span>))


<span class="hljs-keyword">import</span> unittest
<span class="hljs-keyword">from</span> toutiao <span class="hljs-keyword">import</span> create_app
<span class="hljs-keyword">from</span> settings.testing <span class="hljs-keyword">import</span> TestingConfig
<span class="hljs-keyword">import</span> json


<span class="hljs-class"><span class="hljs-keyword">class</span> <span class="hljs-title">SuggestionTest</span><span class="hljs-params">(unittest.TestCase)</span>:</span>
    <span class="hljs-string">&quot;&quot;&quot;&#x641C;&#x7D22;&#x5EFA;&#x8BAE;&#x63A5;&#x53E3;&#x6D4B;&#x8BD5;&#x6848;&#x4F8B;&quot;&quot;&quot;</span>

    <span class="hljs-function"><span class="hljs-keyword">def</span> <span class="hljs-title">setUp</span><span class="hljs-params">(self)</span>:</span>
        <span class="hljs-string">&quot;&quot;&quot;
        &#x5728;&#x6267;&#x884C;&#x6D4B;&#x8BD5;&#x65B9;&#x6CD5;&#x524D;&#x5148;&#x88AB;&#x6267;&#x884C;
        :return:
        &quot;&quot;&quot;</span>
        self.app = create_app(TestingConfig)
        self.client = self.app.test_client()

    <span class="hljs-function"><span class="hljs-keyword">def</span> <span class="hljs-title">test_missing_request_q_param</span><span class="hljs-params">(self)</span>:</span>
        <span class="hljs-string">&quot;&quot;&quot;
        &#x6D4B;&#x8BD5;&#x7F3A;&#x5C11;q&#x7684;&#x8BF7;&#x6C42;&#x53C2;&#x6570;
        &quot;&quot;&quot;</span>
        resp = self.client.get(<span class="hljs-string">&apos;/v1_0/suggestion&apos;</span>)
        self.assertEqual(resp.status_code, <span class="hljs-number">400</span>)

    <span class="hljs-function"><span class="hljs-keyword">def</span> <span class="hljs-title">test_request_q_param_error_length</span><span class="hljs-params">(self)</span>:</span>
        <span class="hljs-string">&quot;&quot;&quot;
        &#x6D4B;&#x8BD5;q&#x53C2;&#x6570;&#x9519;&#x8BEF;&#x957F;&#x5EA6;
        &quot;&quot;&quot;</span>
        resp = self.client.get(<span class="hljs-string">&apos;/v1_0/suggestion?q=&apos;</span>+<span class="hljs-string">&apos;e&apos;</span>*<span class="hljs-number">51</span>)
        self.assertEqual(resp.status_code, <span class="hljs-number">400</span>)

    <span class="hljs-function"><span class="hljs-keyword">def</span> <span class="hljs-title">test_normal</span><span class="hljs-params">(self)</span>:</span>
        <span class="hljs-string">&quot;&quot;&quot;
        &#x6D4B;&#x8BD5;&#x6B63;&#x5E38;&#x8BF7;&#x6C42;
        &quot;&quot;&quot;</span>
        resp = self.client.get(<span class="hljs-string">&apos;/v1_0/suggestion?q=ptyhon&apos;</span>)
        self.assertEqual(resp.status_code, <span class="hljs-number">200</span>)

        resp_json = resp.data
        resp_dict = json.loads(resp_json)
        self.assertIn(<span class="hljs-string">&apos;message&apos;</span>, resp_dict)
        self.assertIn(<span class="hljs-string">&apos;data&apos;</span>, resp_dict)
        data = resp_dict[<span class="hljs-string">&apos;data&apos;</span>]
        self.assertIn(<span class="hljs-string">&apos;options&apos;</span>, data)


<span class="hljs-keyword">if</span> __name__ == <span class="hljs-string">&apos;__main__&apos;</span>:
    unittest.main()
</code></pre>

                    
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<script>
require(["gitbook"], function(gitbook) {
    var config = {"highlight":{},"search":{"maxIndexSize":1000000},"sharing":{"facebook":true,"twitter":true,"google":false,"weibo":false,"instapaper":false,"vk":false,"all":["facebook","google","twitter","weibo","instapaper"]},"fontsettings":{"theme":"white","family":"sans","size":2}};
    gitbook.start(config);
});
</script>

        
    </body>
    
</html>
